Neural Networks

Asymptotic Analysis of Two-Layer Neural Networks after One Gradient Step under Gaussian Mixtures Data with Structure ICLR 2025 A Theoretical Analysis of Soft-Label vs Hard-Label Training in Neural Networks L4DC 2025 A Transfer Attack to Image Watermarks ICLR 2025 Attributes Shape the Embedding Space of Face Recognition Models ICML 2025 Augmented Deep Contexts for Spatially Embedded Video Coding CVPR 2025 A Unified Approach to Interpreting Self-supervised Pre-training Methods for 3D Point Clouds via Interactions CVPR 2025 A Unified Framework to Enforce, Discover, and Promote Symmetry in Machine Learning JMLR 2025 A Unified Model for Compressed Sensing MRI Across Undersampling Patterns CVPR 2025 AutoAL: Automated Active Learning with Differentiable Query Strategy Search ICML 2025 Autocorrelation Matters: Understanding the Role of Initialization Schemes for State Space Models ICLR 2025 AutoLUT: LUT-Based Image Super-Resolution with Automatic Sampling and Adaptive Residual Learning CVPR 2025 Automated Fine-Grained Mixture-of-Experts Quantization ACL 2025 Autoregressive Pretraining with Mamba in Vision ICLR 2025 Avoiding Leakage Poisoning: Concept Interventions Under Distribution Shifts ICML 2025 Backdoor Attacks on Neural Networks via One-Bit Flip ICCV 2025 Back to the Future of Integrated Robot Systems AAAI 2025 Bagging-Expert Network for Multi-Task Learning: A Depolarization Solution in Multi-Gate Mixture-of-Experts AAAI 2025 Balancing Interpretability and Flexibility in Modeling Diagnostic Trajectories with an Embedded Neural Hawkes Process Model MLHC 2025 BANet: Bilateral Aggregation Network for Mobile Stereo Matching ICCV 2025 BASED: Bundle-Adjusting Surgical Endoscopic Dynamic Video Reconstruction using Neural Radiance Fields WACV 2025 Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation AAAI 2025 Bayesian Neural Scaling Law Extrapolation with Prior-Data Fitted Networks ICML 2025 Bayesian Treatment of the Spectrum of the Empirical Kernel in (Sub)Linear-Width Neural Networks ICLR 2025 Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey ACL 2025 Benchmarking Predictive Coding Networks -- Made Simple ICLR 2025